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https://github.com/changgyhub/deepsketch2face
Demo and Database of "DeepSketch2Face" (SIGGRAPH 2017)
https://github.com/changgyhub/deepsketch2face
computer-graphics deep-learning face-reconstruction siggraph
Last synced: 24 days ago
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Demo and Database of "DeepSketch2Face" (SIGGRAPH 2017)
- Host: GitHub
- URL: https://github.com/changgyhub/deepsketch2face
- Owner: changgyhub
- License: apache-2.0
- Created: 2017-05-08T02:38:21.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2024-10-22T06:39:14.000Z (2 months ago)
- Last Synced: 2024-10-23T09:34:20.170Z (about 2 months ago)
- Topics: computer-graphics, deep-learning, face-reconstruction, siggraph
- Homepage:
- Size: 2.2 MB
- Stars: 193
- Watchers: 34
- Forks: 31
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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- StarryDivineSky - changgyhub/deepsketch2face
README
# DeepSketch2Face
### Note: The database and the full progame code are not publicly available at the moment under patent protection and other authors' interest.
Demo of [DeepSketch2Face: A Deep Learning Based Sketching System for 3D Face and Caricature Modeling](http://i.cs.hku.hk/~xghan/papers/deepske2face.pdf).
We use Caffe modified from [Microsoft/Caffe](https://github.com/Microsoft/Caffe). Default Development OS is Windows 10 x64.
## Demo (Pure Alexnet Version)
0. Download the exe file in this repository
1. Download [caffemodel and dlls](https://www.dropbox.com/s/vub7drvu4tarybf/demo.zip?dl=0) and expand to `$(this_repo)\demo`
2. Install CUDA v8.0 (into `C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0`). Other versions may not be supported.
3. Run `$(this_repo)\demo\deepsketch2face.exe`
## Demo (With bilinear encoding)
Not available
## Database
Please contact [email protected] for the database.
## Source Code Reproduction
May not be uploaded.
0. Download source repo [here](TODO)
1. Install Visual Studio 2013 Ultimate
2. Install CUDA v8.0 (into `C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0`) and cudnn v5.1 (copy files into `C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v8.0\cuda`). Other versions may not be supported.
3. Build `$(this_repo)\tools\caffe-master\windows\Caffe.sln` in Release x64. If there are errors, check if step 2 is correctly done.
4. Install Qt 5.8 (VS2013 x64). Other versions may not be supported.
5. If you use different Qt and Visual Studio version, you need to rebuild `$(this_repo)\tools\libQGLViewer\QGLViewer` in Qt Creator.
6. In `$(this_repo)\tools\caffe-master\include\caffe\proto\caffe.pb.h`, change "STRICT" in line 2525 and 9794 into "_STRICT"
7. Open `$(this_repo)\src\deepsketch2face.pro` in Qt Creator, set build directory to `$(this_repo)\build`, then build the program in Release.
8. Copy `$(this_repo)\build\release\deepsketch2face.exe` into `$(this_repo)\demo`
9. For all `.dll` file in `$(this_repo)\demo` and `$(this_repo)\demo\platforms`, if you build the program in different settings, you may need to change them correspondingly. A safe but redundant move is to copy all `.dll` file in `$(this_repo)\tools\` and Qt here.
10. Run `$(this_repo)\demo\deepsketch2face.exe`